Instructional Video21:01
3Blue1Brown

Gradient descent, how neural networks learn | Deep learning, chapter 2

12th - Higher Ed
An overview of gradient descent in the context of neural networks. This is a method used widely throughout machine learning for optimizing how a computer performs on certain tasks.
Instructional Video19:59
3Blue1Brown

Divergence and curl: The language of Maxwell's equations, fluid flow, and more

12th - Higher Ed
Divergence, curl, and their relation to fluid flow and electromagnetism
Instructional Video19:58
3Blue1Brown

Gradient descent, how neural networks learn: Deep learning - Part 2 of 4

12th - Higher Ed
An overview of gradient descent in the context of neural networks. This is a method used widely throughout machine learning for optimizing how a computer performs on certain tasks.
Instructional Video21:00
3Blue1Brown

Gradient descent, how neural networks learn | Chapter 2, deep learning

12th - Higher Ed
An overview of gradient descent in the context of neural networks. This is a method used widely throughout machine learning for optimizing how a computer performs on certain tasks.
Instructional Video13:28
3Blue1Brown

Divergence and curl: The language of Maxwell's equations, fluid flow, and more

12th - Higher Ed
Divergence, curl, and their relation to fluid flow and electromagnetism
Instructional Video10:55
Math Fortress

Calculus III: Equations of Lines and Planes (Level 8) | Angle Between Planes

12th - Higher Ed
This is the eight video on the equations of lines and planes video series. In this video we will learn how to find the angle between two intersecting planes; we will also learn how to determine the equation of a line between two...
Instructional Video8:26
Math Fortress

Calculus III: Equations of Lines and Planes (Level 7) | Plane Examples II

12th - Higher Ed
This is the seventh video on the equations of lines and planes video series. In this video we go over 4 intermediate examples involving planes.
Instructional Video9:58
Math Fortress

Calculus III: Equations of Lines and Planes (Level 6) | Plane Examples I

12th - Higher Ed
This is the sixth video on the equations of lines and planes video series. In this video we will compare the equations of lines and planes in space. This video will also cover 4 basic examples involving planes.
Instructional Video11:35
Math Fortress

Calculus III: Equations of Lines and Planes (Level 5) | Vector, Scalar, and Parametric Equations

12th - Higher Ed
This is the fifth video on the equations of lines and planes video series. In this video we derive the vector equation of a plane, the scalar equation of a plane and parametric equations of a plane in space.
Instructional Video10:33
Math Fortress

Calculus III: Equations of Lines and Planes (Level 4) | Line Examples II

12th - Higher Ed
This is the fourth video on the equations of lines and planes video series. In this video we will go over five intermediate examples that make use of the vector, parametric and symmetric equation of a line in space. An example involving...
Instructional Video10:18
Math Fortress

Calculus III: Equations of Lines and Planes (Level 3) | Line Examples I

12th - Higher Ed
This is the third video on the equations of lines and planes video series. In this video we will go over three basic examples that make use of the vector, parametric and symmetric equation of a line in space.
Instructional Video11:22
Math Fortress

Calculus III: Equations of Lines and Planes (Level 2) | Vector, Parametric, and Symmetric Equations

12th - Higher Ed
This is the second video on the equations of lines and planes video series. In this video we will introduce vector form of the equation of a line, the parametric form of the equation of a line, the symmetric equations of a line, and the...
Instructional Video7:16
Math Fortress

Calculus III: Equations of Lines and Planes (Level 1) | Introduction to Vector Functions

12th - Higher Ed
This is the first video on the equations of lines and planes video series. In this video we will introduce vector-valued functions also known as vector functions, and go over the basics, focusing on notation and how they can be used to...
Instructional Video9:52
Math Fortress

Calculus III: Three Dimensional Vectors (Level 3 of 3)

12th - Higher Ed
This video covers Three Dimensional Vectors. This video goes over the various properties associated with three dimensional vectors. 4 intermediate examples including a static equilibrium problem are covered.
Instructional Video10:29
Math Fortress

Calculus III: Two Dimensional Vectors (Level 9 of 13)

12th - Higher Ed
This video is a review of Two Dimensional Vectors. This video goes over unit vectors, standard unit vectors and direction of vectors.
Instructional Video6:51
Math Fortress

Calculus III: Three Dimensional Coordinate Systems (Level 7 of 10)

12th - Higher Ed
This video continues the exploration of a three dimensional cartesian coordinate system.This video covers three basic examples that requires the use of the equation of a sphere.
Instructional Video9:16
Math Fortress

Calculus III: Three Dimensional Vectors (Level 2 of 3)

12th - Higher Ed
This video covers Three Dimensional Vectors. This video goes over the various properties associated with three dimensional vectors. 6 intermediate examples are covered illustrating how to solve problems that make use of vectors in space.
Instructional Video11:25
Math Fortress

Calculus III: Two Dimensional Vectors (Level 13 of 13)

12th - Higher Ed
This video is a review of Two Dimensional Vectors. This video goes over applications of vectors. 3 examples are covered illustrating how to solve distance and bearing problems.
Instructional Video10:17
Math Fortress

Calculus III: The Cross Product (Level 3 of 9)

12th - Higher Ed
This video goes over 5 examples illustrating how to find the cross product of two vectors in space by using both the geometric and component definition of the cross product.
Instructional Video10:57
Math Fortress

Calculus III: Two Dimensional Vectors (Level 12 of 13)

12th - Higher Ed
This video is a review of Two Dimensional Vectors. This video goes over applications of vectors. 3 examples are covered illustrating how to solve static equilibrium problems.
Instructional Video11:04
Math Fortress

Calculus III: Two Dimensional Vectors (Level 4 of 13)

12th - Higher Ed
This video is a review of Two Dimensional Vectors. This video goes vector operations also known as vector arithmetic. Topics include: geometric interpretation of scalar multiplication of a vector, vector addition, and vector subtraction.
Instructional Video10:30
Math Fortress

Calculus III: The Dot Product (Level 7 of 12)

12th - Higher Ed
This video goes over the dot product also known as the scalar product. This video goes over 3 challenging examples that require the use of dot product.
Instructional Video10:49
Math Fortress

Calculus III: Three Dimensional Coordinate Systems (Level 5 of 10)

12th - Higher Ed
This video continues the exploration of a three dimensional Cartesian coordinate system.This video covers two basic examples requiring the use of the distance formula in three dimensions. In addition, the equation of a sphere is also...
Instructional Video9:04
Math Fortress

Calculus III: The Cross Product (Level 4 of 9)

12th - Higher Ed
This video goes over 8 examples illustrating how to find the cross product of two vectors in space by using both the geometric and component definition of the cross product.